Introduction
Provide some major types of object detection results by Detectron2 for any picture .
Requirements
- For the server machine where this web application is deployed, RAM 8 GB or more required.
Installation
Available now; just prepare a picture to be used for the object detection.
Usage
Visit the main site.
Specify the .png file to be obj. detected.
Click ‘Download .png’ button to download a set of result pictures, which will take a couple of minutes.
Baseline models used
For details, refer to the official documentation.
| Name | Model | Link |
|---|---|---|
| InstanceSegmentation | Mask
R-CNN: R50-FPN(3x) [137849600] |
model_final_f10217.pkl |
| PanopticSegmentation | Panoptic
FPN: R50-FPN(3x) [139514569] |
model_final_c10459.pkl |
| Keypoints | Keypoint
R-CNN: R101-FPN(3x) [138363331] |
model_final_997cc7.pkl |
| Detection | Faster
R-CNN: R50-FPN(3x) [137849458] |
model_final_280758.pkl |